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Hello there!

I'm Benjamin LeRoy (He/His) and I received my Ph.D. from the Department of Statistics and Data Science at Carnegie Mellon University in December 2021 under the supervision of Professor Chad Schafer. My thesis focused on simulator-enabled conformal prediction. As a graduate student, my research interests broadly reflected interests in quantifying uncertainty within applications of machine learning, leveraging optimization to solve novel statistic problems, capturing complex trends with smart data visualization, and more.

Get in touch

Email: benjaminpeterleroy [at] gmail [dot] com
Webpage: benjaminleroy.github.io
Linkedin: Benjamin LeRoy - Linkedin
Google Scholar: Benjamin LeRoy - Google Scholar
ResearchGate: Benjamin LeRoy- ResearchGate

Benjamin LeRoy's Projects

badges icon badges

:pencil: Markdown code for lots of small badges :ribbon: :pushpin: (shields.io, forthebadge.com etc) :sunglasses:. Contributions are welcome! Please add yours!

cde-conformal icon cde-conformal

A package focused on creating practical local conformal prediction regions

cde-diagnostics icon cde-diagnostics

Validation of Conditional Density Estimators and Posteriors in Simulation-Based Inference

cowpatch icon cowpatch

pythonic ggplot image combinations https://benjaminleroy.github.io/cowpatch

d2_kmeans icon d2_kmeans

Fast discrete distributions clustering using Wasserstein barycenter with sparse support

delphi-epidata icon delphi-epidata

An open API for Epidemiological Data, from the Delphi research group.

epicompare icon epicompare

A pipeline for epidemic comparison and analysis

flexmix icon flexmix

:exclamation: This is a read-only mirror of the CRAN R package repository. flexmix — Flexible Mixture Modeling

how-to icon how-to

AIMMS How-to published at https://how-to.aimms.com/. AIMMS How-To is a support knowledge base for everyone involved in projects that use AIMMS. You'll find help tutorials, best practices, and practical guidance for using AIMMS software.

me-gis icon me-gis

GIS files created by the ME-DEM team.

mice icon mice

Multivariate Imputation by Chained Equations

pot icon pot

Python Optimal Transport library

practical-sql icon practical-sql

Code and Data for the book "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).

predictionbands icon predictionbands

R package to compute distribution-free prediction bands using density estimators

psf_ot_barycenter icon psf_ot_barycenter

Code for optimal transport relative to PSFs and physical science applications

pymc3 icon pymc3

Probabilistic Programming in Python. Uses Theano as a backend and includes the NUTS sampler.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rtutor icon rtutor

Creating R exercises with automatic assement of student's solutions

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